What is the Definition2 of derivative?

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Discussion Overview

The discussion revolves around the definition of the derivative in various mathematical contexts, particularly in metric spaces and the implications of defining derivatives outside of traditional Euclidean spaces. Participants explore the potential for alternative definitions and the characteristics of different types of spaces, including smooth and non-linear spaces.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • One participant proposes an alternative definition of the derivative using a distance metric in the form of \(\frac{(df(x),f(a))}{d(x,a)}\), suggesting the possibility of defining infinitesimal elements in various spaces.
  • Another participant agrees that the limit definition of the derivative can be applied in arbitrary metric spaces but questions the algebraic behavior of such derivatives, noting discrepancies with traditional derivatives in Euclidean spaces.
  • A later reply emphasizes that while the definition makes sense for any metric space, the existence of such limits may be rare, particularly in non-linear spaces.
  • One participant seeks clarification on what constitutes a "smooth" metric space, referencing a standard definition of differentiability that involves linear functions and error terms.
  • Another participant reflects on their initial assumption regarding the focus of the discussion, indicating a potential misunderstanding of the original intent.

Areas of Agreement / Disagreement

Participants express differing views on the applicability and behavior of derivatives in non-Euclidean and arbitrary metric spaces, with no consensus reached on the implications of these definitions or the characteristics of smooth metric spaces.

Contextual Notes

There are unresolved questions regarding the definitions of smooth metric spaces and the conditions under which derivatives may exist in non-linear contexts. The discussion highlights the complexity of extending traditional derivative concepts to broader mathematical frameworks.

lokofer
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"Definition2 of derivative...

We have the definition (taking the limit) for hte derivative:

[tex]\frac{f(x)-f(a)}{x-a}[/tex] for an Euclidean Space...

But what keeps us from defining another metric (on an Euclidean or other abstract space) so the derivative takes de form:

[tex]\frac{(df(x),f(a))}{d(x,a}[/tex] so "d" is a distance in the form that you can define "infinitesimal2 elements on an space and that for x=a ,d=0

Then the "abstract" definition of integral is:

[tex]\sum_{i} f(X_i ) d(X_{i+1},X_{i})[/tex]

of course in the limit that the distance [tex]|| X_{i+1}-X_í}||\rightarrow 0[/tex] and ¿what happens if we had an "Infinite" dimensional space...so

- it is "numerable" (ie: R^{n})
- it's not "numerable" (function space)
 
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I don't see any technical problem with defining

[tex] f'(a) := \lim_{d(x, a) \rightarrow 0} \frac{d(f(x), f(a))}{d(x, a)}[/tex]

on an arbitrary metric space... but it won't really behave algebraically like a derivative. I don't know if it will exist very often for something that doesn't look like a linear space. It also doesn't agree with the ordinary derivative on Euclidean space: by your definition, the derivative of -x is 1. (and not -1) (because, for the real numbers, d(x, y) = |x - y|)
 
Last edited:
Hurkyl said:
I don't see any technical problem with defining

[tex] f'(a) := \lim_{d(x, a) \rightarrow 0} \frac{d(f(x), f(a))}{d(x, a)}[/tex]

on an arbitrary metric space...
But the metric space has to be smooth right?
 
MeJennifer said:
But the metric space has to be smooth right?
The definition makes literal sense for any metric space. (Though I suspect such limits might not exist very often)

I'm not sure what a "smooth metric space" is -- if you've heard that, then that's probably a good criterion that ensures lots of these "derivatives" will exist.
 
What is (or is not) a "smooth" metric space?

A standard definition, given in most "Calculus III" courses, for the derivative is

A function, f:X-> Y, where X and Y are metric spaces, is said to be "differentiable at a" if and only if there exist a linear function, L:X->Y, and a function [itex]\epsilon[/itex] such that
[tex]f(x)= f(a)+ L(x-a)+ \epsilon(x-a)[/tex]
and
[tex]\lim_{x\rightarrow a}\epsilon(x-a)||x-a||= 0[/tex]

What more do you want?
 
Hrm. I had assumed that he wanted to talk about derivatives for something that isn't a linear space, but now that I read again, that wasn't a good assumption!
 

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